Don't dispose graph in LoadFromSavedModel.

Author: Oceania2018

src/TensorFlowNET.Core/Sessions/Session.cs

@@ -39,7 +39,7 @@ public Session as_default()
 
         public static Session LoadFromSavedModel(string path)
         {
-            using var graph = new Graph();
+            var graph = new Graph();
             using var status = new Status();
             using var opt = c_api.TF_NewSessionOptions();
 

src/TensorFlowNet.Benchmarks/Leak/SavedModelCleanup.cs

@@ -10,7 +10,9 @@
 
 namespace Tensorflow.Benchmark.Leak
 {
-	
+	/// <summary>
+	/// https://github.com/SciSharp/TensorFlow.NET/issues/418
+	/// </summary>
 	public class SavedModelCleanup
 	{
 		[Benchmark]
@@ -22,6 +24,8 @@ public void Run()
 			for (var i = 0; i < 1024; i++)
             {
 				using var sess = Session.LoadFromSavedModel(ClassifierModelPath);
+				// destory graph
+				using var g = sess.graph;
 			}
 		}
 	}